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Application of Ontological Approach for Learning Paths Formation

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Artificial Intelligence Trends in Intelligent Systems (CSOC 2017)

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 573))

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Abstract

Provided algorithm allows to generate variants of learning paths that include subsets of small modules of educational material. Learning paths optimization method based on the ontological approach is considered. To form the optimal learning path algorithm is proposed. an algorithm Ant colony behavior is used as a model. The distinctive feature is a graphical representation of the learning path suitable for analysis of obtained results.

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References

  1. Bova, V.V.: Conceptual model of knowledge representation when building intelligent information systems. Izvestiya of SFedU. Eng. Sci. 7(120), 109–117 (2014)

    Google Scholar 

  2. Norenkov, I.P.: Ontological methods of electronic textbook synthesis. J. Res. Pract. “Otkrytoe Obrazovanie” 6, 39–44 (2010)

    Google Scholar 

  3. Kravchenko, Yu.A., Markov, V.V.: Ontological approach for building information resources on the basis of diverse knowledge sources. Izvestiya of SFedU Eng. Sci. 7(144), 116–120 (2013)

    Google Scholar 

  4. Norenkov, I.P., Sokolov, N.K.: Synthesis of individual learning paths in ontological teaching systems. Informatsionnie Tekhnologii 3, 74–77 (2009)

    Google Scholar 

  5. Telnov, Yu.F.: Intelligent Information Systems, p. 26. Moscow State University of Economics, Statistics and Informatics, Moscow (2003)

    Google Scholar 

  6. Lebedev, O.B.: Models of Adaptive Behavior of Ant Colony in Design Tasks. SFedU Publishing House, Taganrog (2013)

    Google Scholar 

  7. Lebedev, B.K., Lebedev, V.B.: Optimization by crystallisation of alternatives deposit. Izvestiya SFedU 7, 11–17 (2013). TTI SFedU Publishing House

    Google Scholar 

  8. Lebedev, B.K., Lebedev, O.B.: Modelling of adaptive behavior of ant colony when searching solutions interpreted by trees. Izvestiya SFedU 7, 27–35 (2012). TTI SFedU Publishing House

    Google Scholar 

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Acknowledgements

This research is supported by grant of the Russian Science Foundation (project # 14-11-00242) in the Southern Federal University.

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Authors and Affiliations

  1. Southern Federal University, Rostov-on-Don, Russia

    Boris K. Lebedev, Oleg B. Lebedev & Tatiana Y. Kudryakova

Authors
  1. Boris K. Lebedev
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  2. Oleg B. Lebedev
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  3. Tatiana Y. Kudryakova
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Corresponding author

Correspondence to Oleg B. Lebedev .

Editor information

Editors and Affiliations

  1. Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlin, Czech Republic

    Radek Silhavy

  2. Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlin, Czech Republic

    Roman Senkerik

  3. Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlin, Czech Republic

    Zuzana Kominkova Oplatkova

  4. Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlin, Czech Republic

    Zdenka Prokopova

  5. Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlin, Czech Republic

    Petr Silhavy

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Lebedev, B.K., Lebedev, O.B., Kudryakova, T.Y. (2017). Application of Ontological Approach for Learning Paths Formation. In: Silhavy, R., Senkerik, R., Kominkova Oplatkova, Z., Prokopova, Z., Silhavy, P. (eds) Artificial Intelligence Trends in Intelligent Systems. CSOC 2017. Advances in Intelligent Systems and Computing, vol 573. Springer, Cham. https://doi.org/10.1007/978-3-319-57261-1_11

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  • DOI: https://doi.org/10.1007/978-3-319-57261-1_11

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-57260-4

  • Online ISBN: 978-3-319-57261-1

  • eBook Packages: EngineeringEngineering (R0)

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